ModelTC/LightLLM

Model Serving

LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance.

GitHub →

7.1

GitHub Metrics

Stars

4.2k

Forks

356

Open Issues

157

Watchers

Contributors

Weekly Commits

Language

Python

License

Apache-2.0

Last Commit

Aug 28, 2026

Created

Jul 22, 2023

Latest Release

v1.2.0

Release Date

Aug 10, 2026

Synced: Aug 28, 2026

Quality Scores

Documentation Qualityw: 20%

5.5

No dedicated docs site. Description: 168 chars. Stars signal: 4,246. Contributors: 49. Score: 5.5/10

Community Healthw: 20%

6.6

Stars: 4,246. Contributors: 49. Watchers: 33. Forks: 356. Issue ratio: 3.7%. Score: 6.6/10

Maintenance Velocityw: 15%

9.8

Last commit: 0d ago. Weekly commits: 23. Latest release: v1.2.0. Maturity bonus: 3.1y old. Score: 9.8/10

API Design & DXw: 20%

6.7

Stars/issues ratio: 27. Dynamic language: Python. No dedicated API docs. Permissive license: Apache-2.0. Popularity signal: 4,246 stars. Score: 6.7/10

Production Readinessw: 15%

7.3

Battle-tested: 4,246 stars. Peer review: 49 contributors. Versioned: v1.2.0. Licensed: Apache-2.0. Age: 3.1 years. Maintenance: last commit 0d ago. Score: 7.3/10

Ecosystem Integrationw: 10%

7.9

Fork interest: 356. Major ecosystem: Python. Integration-friendly: Apache-2.0. Adoption: 4,246 stars. Score: 7.9/10